Hospital & Healthcare Management August 5, 2025
A new artificial intelligence tool has cropped up that can make it much easier and cheaper for doctors as well as researchers to train medical imaging software, even at a time when only a small number of patient scans are available. This AI tool enhances a process named medical image segmentation wherein every pixel in the image is labelled based on what it happens to represent—normal or cancerous tissue, for instance. This kind of process is often performed by way of highly trained experts, and its deep learning has shown promise when it comes to automating this kind of labor-intensive task.
However, the bigger challenge is that deep learning-based methods happen to be data hungry, which require massive amounts of...
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